# LG AI Research — Research Trends in Causal Representation Learning

- Company: LG AI Research (lgresearch.ai)
- Announced: 2023-03-14
- Category: research-paper
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://www.lgresearch.ai/blog/view?seq=312
- Record: https://forck.live/items/4904-research-trends-in-causal-representation-learning
- Subject: EXAONE

The paper 'Towards Causal Representation Learning' and discusses how causal inference can address limitations in machine learning, such as robustness, learning reusable mechanisms, and causality perspective.

## Evidence

Verbatim from https://www.lgresearch.ai/blog/view?seq=312:

> This post aims to introduce “Towards Causal Representation Learning,” [1] which was published in the Proceedings of the IEEE in 2021.

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Record: https://forck.live/items/4904-research-trends-in-causal-representation-learning
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